#python Recent Posts - STEMGeeks

about 4 hours ago

Learn AI Series (#125) - GPU Programming Basics Learn AI Series (#125) - GPU Programming Basics What will I learn You will learn why GPUs are the beating heart of modern AI -- and why "a lot of small cores" beats

35

0

199.213 STEM

1 day ago

Learn AI Series (#124) - CI/CD for Machine Learning Learn AI Series (#124) - CI/CD for Machine Learning What will I learn You will learn why CI/CD for machine learning is a genuinely harder problem than CI/CD fo

27

0

24.291 STEM

2 days ago

Learn AI Series (#123) - Monitoring ML in Production Learn AI Series (#123) - Monitoring ML in Production What will I learn You will learn why monitoring an ML system is a fundamentally different job from monitoring ordi

30

0

198.525 STEM

3 days ago

Learn AI Series (#122) - Edge AI: Running Models on Devices Learn AI Series (#122) - Edge AI: Running Models on Devices What will I learn You will learn why we push AI off the server and onto the device: latency, privacy, r

26

0

198.474 STEM

4 days ago

Learn AI Series (#121) - Model Serving Architecture Learn AI Series (#121) - Model Serving Architecture What will I learn You will learn REST vs gRPC for model serving, and which one to reach for when latency actually

31

0

165.583 STEM

5 days ago

Learn AI Series (#120) - Model Optimization: Making Models Fast Learn AI Series (#120) - Model Optimization: Making Models Fast What will I learn You will learn quantization : dropping precision from FP32 to INT8 (and even INT

21

0

23.751 STEM

6 days ago

Learn AI Series (#119) - Experiment Tracking and Reproducibility Learn AI Series (#119) - Experiment Tracking and Reproducibility What will I learn You will learn why an ML experiment you cannot repeat is not really an experiment at

23

0

197.622 STEM

7 days ago

Learn AI Series (#118) - Data Engineering for AI Learn AI Series (#118) - Data Engineering for AI What will I learn You will learn the difference between batch and streaming data pipelines, and (more impo

37

0

189.291 STEM

8 days ago

Learn AI Series (#117) - ML System Design Learn AI Series (#117) - ML System Design What will I learn You will learn how to frame a vague business goal as a precise machine-learning problem -- the translation step

21

0

22.728 STEM

9 days ago

Learn AI Series (#116) - Mini Project: Training a Game-Playing AI Learn AI Series (#116) - Mini Project: Training a Game-Playing AI What will I learn You will learn how to wire an entire RL training pipeline together, from raw enviro

16

0

1.796 STEM